SOTAVerified

Semantic Segmentation

Papers

Showing 50015025 of 14763 papers

TitleStatusHype
MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imageryCode0
Contrastive and Selective Hidden Embeddings for Medical Image SegmentationCode0
A Training-free Synthetic Data Selection Method for Semantic SegmentationCode0
A Topology-Attention ConvLSTM Network and Its Application to EM ImagesCode0
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited LabelsCode0
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent HomologyCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
Mimic and Fool: A Task Agnostic Adversarial AttackCode0
After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph GenerationCode0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural RepresentationsCode0
Atmospheric Transmission and Thermal Inertia Induced Blind Road Segmentation with a Large-Scale Dataset TBRSDCode0
MFNet: Multi-Feature Fusion Network for Real-Time Semantic Segmentation in Road ScenesCode0
Continual Unsupervised Domain Adaptation for Semantic SegmentationCode0
Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image SegmentationCode0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
A Framework for Real-Time Volcano-Seismic Event Recognition Based on Multi-Station Seismograms and Semantic Segmentation ModelsCode0
Meta R-CNN: Towards General Solver for Instance-Level Low-Shot LearningCode0
Minimizing Supervision for Free-space SegmentationCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
Meta Learning Deep Visual Words for Fast Video Object SegmentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified